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Brain connectivity-informed regularization methods for regression.
Karas M, Brzyski D, Dzemidzic M, Goñi J, Kareken DA, Randolph TW, Harezlak J. Karas M, et al. Among authors: harezlak j. Stat Biosci. 2019 Apr;11(1):47-90. doi: 10.1007/s12561-017-9208-x. Epub 2017 Dec 6. Stat Biosci. 2019. PMID: 31217828 Free PMC article.
GEFF: Graph embedding for functional fingerprinting.
Abbas K, Amico E, Svaldi DO, Tipnis U, Duong-Tran DA, Liu M, Rajapandian M, Harezlak J, Ances BM, Goñi J. Abbas K, et al. Among authors: harezlak j. Neuroimage. 2020 Nov 1;221:117181. doi: 10.1016/j.neuroimage.2020.117181. Epub 2020 Jul 20. Neuroimage. 2020. PMID: 32702487 Free article.
Connectivity-informed adaptive regularization for generalized outcomes.
Brzyski D, Karas M, Ances BM, Dzemidzic M, Goñi J, Randolph TW, Harezlak J. Brzyski D, et al. Among authors: harezlak j. Can J Stat. 2021 Mar;49(1):203-227. doi: 10.1002/cjs.11606. Epub 2021 Feb 15. Can J Stat. 2021. PMID: 35002039 Free PMC article.
Association of Immunosuppression and Viral Load With Subcortical Brain Volume in an International Sample of People Living With HIV.
Nir TM, Fouche JP, Ananworanich J, Ances BM, Boban J, Brew BJ, Chaganti JR, Chang L, Ching CRK, Cysique LA, Ernst T, Faskowitz J, Gupta V, Harezlak J, Heaps-Woodruff JM, Hinkin CH, Hoare J, Joska JA, Kallianpur KJ, Kuhn T, Lam HY, Law M, Lebrun-Frénay C, Levine AJ, Mondot L, Nakamoto BK, Navia BA, Pennec X, Porges EC, Salminen LE, Shikuma CM, Surento W, Thames AD, Valcour V, Vassallo M, Woods AJ, Thompson PM, Cohen RA, Paul R, Stein DJ, Jahanshad N. Nir TM, et al. Among authors: harezlak j. JAMA Netw Open. 2021 Jan 4;4(1):e2031190. doi: 10.1001/jamanetworkopen.2020.31190. JAMA Netw Open. 2021. PMID: 33449093 Free PMC article.
149 results